Dataset statistics
| Number of variables | 25 |
|---|---|
| Number of observations | 924 |
| Missing cells | 616 |
| Missing cells (%) | 2.7% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 220.0 KiB |
| Average record size in memory | 243.8 B |
Variable types
| Numeric | 12 |
|---|---|
| Categorical | 13 |
buildUpPlaySpeed is highly overall correlated with buildUpPlaySpeedClass | High correlation |
buildUpPlayDribbling is highly overall correlated with buildUpPlayDribblingClass | High correlation |
buildUpPlayPassing is highly overall correlated with buildUpPlayPassingClass | High correlation |
chanceCreationPassing is highly overall correlated with chanceCreationPassingClass | High correlation |
chanceCreationCrossing is highly overall correlated with chanceCreationCrossingClass | High correlation |
chanceCreationShooting is highly overall correlated with chanceCreationShootingClass | High correlation |
defencePressure is highly overall correlated with defencePressureClass and 1 other fields | High correlation |
defenceAggression is highly overall correlated with defenceAggressionClass | High correlation |
defenceTeamWidth is highly overall correlated with defencePressureClass and 1 other fields | High correlation |
date is highly overall correlated with buildUpPlayDribblingClass | High correlation |
buildUpPlaySpeedClass is highly overall correlated with buildUpPlaySpeed | High correlation |
buildUpPlayDribblingClass is highly overall correlated with buildUpPlayDribbling and 1 other fields | High correlation |
buildUpPlayPassingClass is highly overall correlated with buildUpPlayPassing | High correlation |
chanceCreationPassingClass is highly overall correlated with chanceCreationPassing | High correlation |
chanceCreationCrossingClass is highly overall correlated with chanceCreationCrossing | High correlation |
chanceCreationShootingClass is highly overall correlated with chanceCreationShooting | High correlation |
defencePressureClass is highly overall correlated with defencePressure and 1 other fields | High correlation |
defenceAggressionClass is highly overall correlated with defenceAggression | High correlation |
defenceTeamWidthClass is highly overall correlated with defencePressure and 1 other fields | High correlation |
buildUpPlayPositioningClass is highly imbalanced (71.0%) | Imbalance |
chanceCreationShootingClass is highly imbalanced (54.2%) | Imbalance |
defencePressureClass is highly imbalanced (54.1%) | Imbalance |
defenceAggressionClass is highly imbalanced (61.5%) | Imbalance |
defenceTeamWidthClass is highly imbalanced (62.0%) | Imbalance |
defenceDefenderLineClass is highly imbalanced (60.9%) | Imbalance |
buildUpPlayDribbling has 616 (66.7%) missing values | Missing |
date is uniformly distributed | Uniform |
id has unique values | Unique |
Reproduction
| Analysis started | 2023-02-28 18:30:49.972527 |
|---|---|
| Analysis finished | 2023-02-28 18:31:09.059380 |
| Duration | 19.09 seconds |
| Software version | pandas-profiling vv3.6.3 |
| Download configuration | config.json |
id
Real number (ℝ)
| Distinct | 924 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 708.34524 |
| Minimum | 10 |
|---|---|
| Maximum | 1450 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 14.4 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 84.15 |
| Q1 | 325.75 |
| median | 721.5 |
| Q3 | 1064.25 |
| 95-th percentile | 1371.85 |
| Maximum | 1450 |
| Range | 1440 |
| Interquartile range (IQR) | 738.5 |
Descriptive statistics
| Standard deviation | 419.14413 |
|---|---|
| Coefficient of variation (CV) | 0.59172294 |
| Kurtosis | -1.2504876 |
| Mean | 708.34524 |
| Median Absolute Deviation (MAD) | 371 |
| Skewness | 0.051442403 |
| Sum | 654511 |
| Variance | 175681.8 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 10 | 1 | 0.1% |
| 935 | 1 | 0.1% |
| 937 | 1 | 0.1% |
| 938 | 1 | 0.1% |
| 939 | 1 | 0.1% |
| 940 | 1 | 0.1% |
| 950 | 1 | 0.1% |
| 951 | 1 | 0.1% |
| 952 | 1 | 0.1% |
| 953 | 1 | 0.1% |
| Other values (914) | 914 |
| Value | Count | Frequency (%) |
| 10 | 1 | |
| 11 | 1 | |
| 12 | 1 | |
| 13 | 1 | |
| 14 | 1 | |
| 15 | 1 | |
| 16 | 1 | |
| 17 | 1 | |
| 18 | 1 | |
| 19 | 1 |
| Value | Count | Frequency (%) |
| 1450 | 1 | |
| 1449 | 1 | |
| 1448 | 1 | |
| 1447 | 1 | |
| 1446 | 1 | |
| 1445 | 1 | |
| 1433 | 1 | |
| 1432 | 1 | |
| 1431 | 1 | |
| 1430 | 1 |
team_fifa_api_id
Real number (ℝ)
| Distinct | 164 |
|---|---|
| Distinct (%) | 17.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13120.972 |
| Minimum | 1 |
|---|---|
| Maximum | 112409 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 14.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 59 |
| median | 244 |
| Q3 | 1819 |
| 95-th percentile | 110636 |
| Maximum | 112409 |
| Range | 112408 |
| Interquartile range (IQR) | 1760 |
Descriptive statistics
| Standard deviation | 34707.921 |
|---|---|
| Coefficient of variation (CV) | 2.6452249 |
| Kurtosis | 3.9683939 |
| Mean | 13120.972 |
| Median Absolute Deviation (MAD) | 224 |
| Skewness | 2.4371496 |
| Sum | 12123778 |
| Variance | 1.2046398 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 614 | 6 | 0.6% |
| 219 | 6 | 0.6% |
| 69 | 6 | 0.6% |
| 70 | 6 | 0.6% |
| 1823 | 6 | 0.6% |
| 71 | 6 | 0.6% |
| 13 | 6 | 0.6% |
| 72 | 6 | 0.6% |
| 1792 | 6 | 0.6% |
| 171 | 6 | 0.6% |
| Other values (154) | 864 |
| Value | Count | Frequency (%) |
| 1 | 6 | |
| 2 | 6 | |
| 3 | 6 | |
| 4 | 6 | |
| 5 | 6 | |
| 7 | 6 | |
| 9 | 6 | |
| 10 | 6 | |
| 11 | 6 | |
| 12 | 6 |
| Value | Count | Frequency (%) |
| 112409 | 2 | 0.2% |
| 112225 | 4 | |
| 111989 | 6 | |
| 111974 | 6 | |
| 111657 | 3 | |
| 111376 | 3 | |
| 111271 | 5 | |
| 111239 | 5 | |
| 110915 | 6 | |
| 110832 | 5 |
team_api_id
Real number (ℝ)
| Distinct | 164 |
|---|---|
| Distinct (%) | 17.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10116.647 |
| Minimum | 4087 |
|---|---|
| Maximum | 208931 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 14.4 KiB |
Quantile statistics
| Minimum | 4087 |
|---|---|
| 5-th percentile | 8121 |
| Q1 | 8479 |
| median | 8661 |
| Q3 | 9864 |
| 95-th percentile | 10260 |
| Maximum | 208931 |
| Range | 204844 |
| Interquartile range (IQR) | 1385 |
Descriptive statistics
| Standard deviation | 12290.762 |
|---|---|
| Coefficient of variation (CV) | 1.2149047 |
| Kurtosis | 173.60827 |
| Mean | 10116.647 |
| Median Absolute Deviation (MAD) | 483.5 |
| Skewness | 12.57016 |
| Sum | 9347782 |
| Variance | 1.5106283 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8576 | 6 | 0.6% |
| 8592 | 6 | 0.6% |
| 9829 | 6 | 0.6% |
| 10249 | 6 | 0.6% |
| 8481 | 6 | 0.6% |
| 9830 | 6 | 0.6% |
| 10261 | 6 | 0.6% |
| 9831 | 6 | 0.6% |
| 9850 | 6 | 0.6% |
| 8165 | 6 | 0.6% |
| Other values (154) | 864 |
| Value | Count | Frequency (%) |
| 4087 | 5 | |
| 4170 | 3 | |
| 6269 | 4 | |
| 6391 | 2 | 0.2% |
| 7794 | 5 | |
| 7819 | 6 | |
| 7869 | 6 | |
| 7878 | 5 | |
| 7943 | 6 | |
| 8121 | 6 |
| Value | Count | Frequency (%) |
| 208931 | 2 | 0.2% |
| 108893 | 6 | |
| 10281 | 6 | |
| 10278 | 5 | |
| 10269 | 6 | |
| 10268 | 6 | |
| 10267 | 6 | |
| 10261 | 6 | |
| 10260 | 6 | |
| 10252 | 6 |
date
Categorical
HIGH CORRELATION  UNIFORM 
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.4 KiB |
| 2011-02-22 00:00:00 | |
|---|---|
| 2012-02-22 00:00:00 | |
| 2014-09-19 00:00:00 | |
| 2013-09-20 00:00:00 | |
| 2015-09-10 00:00:00 |
Length
| Max length | 19 |
|---|---|
| Median length | 19 |
| Mean length | 19 |
| Min length | 19 |
Characters and Unicode
| Total characters | 17556 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 4 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2010-02-22 00:00:00 |
|---|---|
| 2nd row | 2011-02-22 00:00:00 |
| 3rd row | 2012-02-22 00:00:00 |
| 4th row | 2013-09-20 00:00:00 |
| 5th row | 2014-09-19 00:00:00 |
Common Values
| Value | Count | Frequency (%) |
| 2011-02-22 00:00:00 | 156 | |
| 2012-02-22 00:00:00 | 156 | |
| 2014-09-19 00:00:00 | 155 | |
| 2013-09-20 00:00:00 | 153 | |
| 2015-09-10 00:00:00 | 153 | |
| 2010-02-22 00:00:00 | 151 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 00:00:00 | 924 | |
| 2011-02-22 | 156 | 8.4% |
| 2012-02-22 | 156 | 8.4% |
| 2014-09-19 | 155 | 8.4% |
| 2013-09-20 | 153 | 8.3% |
| 2015-09-10 | 153 | 8.3% |
| 2010-02-22 | 151 | 8.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 7849 | |
| 2 | 2622 | 14.9% |
| - | 1848 | 10.5% |
| : | 1848 | 10.5% |
| 1 | 1388 | 7.9% |
| 924 | 5.3% | |
| 9 | 616 | 3.5% |
| 4 | 155 | 0.9% |
| 3 | 153 | 0.9% |
| 5 | 153 | 0.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 12936 | |
| Dash Punctuation | 1848 | 10.5% |
| Other Punctuation | 1848 | 10.5% |
| Space Separator | 924 | 5.3% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 7849 | |
| 2 | 2622 | 20.3% |
| 1 | 1388 | 10.7% |
| 9 | 616 | 4.8% |
| 4 | 155 | 1.2% |
| 3 | 153 | 1.2% |
| 5 | 153 | 1.2% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1848 |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 1848 |
Space Separator
| Value | Count | Frequency (%) |
| 924 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 17556 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 7849 | |
| 2 | 2622 | 14.9% |
| - | 1848 | 10.5% |
| : | 1848 | 10.5% |
| 1 | 1388 | 7.9% |
| 924 | 5.3% | |
| 9 | 616 | 3.5% |
| 4 | 155 | 0.9% |
| 3 | 153 | 0.9% |
| 5 | 153 | 0.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 17556 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 7849 | |
| 2 | 2622 | 14.9% |
| - | 1848 | 10.5% |
| : | 1848 | 10.5% |
| 1 | 1388 | 7.9% |
| 924 | 5.3% | |
| 9 | 616 | 3.5% |
| 4 | 155 | 0.9% |
| 3 | 153 | 0.9% |
| 5 | 153 | 0.9% |
buildUpPlaySpeed
Real number (ℝ)
| Distinct | 56 |
|---|---|
| Distinct (%) | 6.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 53.541126 |
| Minimum | 20 |
|---|---|
| Maximum | 80 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 14.4 KiB |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 34 |
| Q1 | 46 |
| median | 54 |
| Q3 | 63 |
| 95-th percentile | 70 |
| Maximum | 80 |
| Range | 60 |
| Interquartile range (IQR) | 17 |
Descriptive statistics
| Standard deviation | 11.318181 |
|---|---|
| Coefficient of variation (CV) | 0.2113923 |
| Kurtosis | -0.36443459 |
| Mean | 53.541126 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | -0.34374588 |
| Sum | 49472 |
| Variance | 128.10123 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 50 | 55 | 6.0% |
| 65 | 50 | 5.4% |
| 55 | 48 | 5.2% |
| 60 | 46 | 5.0% |
| 70 | 44 | 4.8% |
| 45 | 44 | 4.8% |
| 49 | 37 | 4.0% |
| 48 | 36 | 3.9% |
| 64 | 32 | 3.5% |
| 63 | 29 | 3.1% |
| Other values (46) | 503 |
| Value | Count | Frequency (%) |
| 20 | 3 | 0.3% |
| 23 | 1 | 0.1% |
| 24 | 3 | 0.3% |
| 25 | 2 | 0.2% |
| 26 | 2 | 0.2% |
| 28 | 1 | 0.1% |
| 29 | 2 | 0.2% |
| 30 | 25 | |
| 31 | 2 | 0.2% |
| 32 | 2 | 0.2% |
| Value | Count | Frequency (%) |
| 80 | 1 | 0.1% |
| 78 | 2 | 0.2% |
| 77 | 1 | 0.1% |
| 76 | 3 | 0.3% |
| 75 | 6 | 0.6% |
| 74 | 1 | 0.1% |
| 73 | 5 | 0.5% |
| 72 | 4 | 0.4% |
| 71 | 6 | 0.6% |
| 70 | 44 |
buildUpPlaySpeedClass
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.4 KiB |
| Balanced | |
|---|---|
| Fast | |
| Slow | 43 |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 7.3160173 |
| Min length | 4 |
Characters and Unicode
| Total characters | 6760 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Balanced |
|---|---|
| 2nd row | Balanced |
| 3rd row | Balanced |
| 4th row | Balanced |
| 5th row | Balanced |
Common Values
| Value | Count | Frequency (%) |
| Balanced | 766 | |
| Fast | 115 | 12.4% |
| Slow | 43 | 4.7% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| balanced | 766 | |
| fast | 115 | 12.4% |
| slow | 43 | 4.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 1647 | |
| l | 809 | |
| B | 766 | |
| n | 766 | |
| c | 766 | |
| e | 766 | |
| d | 766 | |
| F | 115 | 1.7% |
| s | 115 | 1.7% |
| t | 115 | 1.7% |
| Other values (3) | 129 | 1.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 5836 | |
| Uppercase Letter | 924 | 13.7% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 1647 | |
| l | 809 | |
| n | 766 | |
| c | 766 | |
| e | 766 | |
| d | 766 | |
| s | 115 | 2.0% |
| t | 115 | 2.0% |
| o | 43 | 0.7% |
| w | 43 | 0.7% |
Uppercase Letter
| Value | Count | Frequency (%) |
| B | 766 | |
| F | 115 | 12.4% |
| S | 43 | 4.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 6760 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 1647 | |
| l | 809 | |
| B | 766 | |
| n | 766 | |
| c | 766 | |
| e | 766 | |
| d | 766 | |
| F | 115 | 1.7% |
| s | 115 | 1.7% |
| t | 115 | 1.7% |
| Other values (3) | 129 | 1.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 6760 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 1647 | |
| l | 809 | |
| B | 766 | |
| n | 766 | |
| c | 766 | |
| e | 766 | |
| d | 766 | |
| F | 115 | 1.7% |
| s | 115 | 1.7% |
| t | 115 | 1.7% |
| Other values (3) | 129 | 1.9% |
buildUpPlayDribbling
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 47 |
|---|---|
| Distinct (%) | 15.3% |
| Missing | 616 |
| Missing (%) | 66.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 48.373377 |
| Minimum | 24 |
|---|---|
| Maximum | 77 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 14.4 KiB |
Quantile statistics
| Minimum | 24 |
|---|---|
| 5-th percentile | 31.35 |
| Q1 | 41 |
| median | 49 |
| Q3 | 55 |
| 95-th percentile | 67.65 |
| Maximum | 77 |
| Range | 53 |
| Interquartile range (IQR) | 14 |
Descriptive statistics
| Standard deviation | 10.66335 |
|---|---|
| Coefficient of variation (CV) | 0.22043841 |
| Kurtosis | -0.43557957 |
| Mean | 48.373377 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 0.012177297 |
| Sum | 14899 |
| Variance | 113.70704 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 52 | 21 | 2.3% |
| 48 | 19 | 2.1% |
| 55 | 17 | 1.8% |
| 53 | 15 | 1.6% |
| 54 | 14 | 1.5% |
| 36 | 10 | 1.1% |
| 41 | 10 | 1.1% |
| 51 | 10 | 1.1% |
| 32 | 10 | 1.1% |
| 56 | 10 | 1.1% |
| Other values (37) | 172 | 18.6% |
| (Missing) | 616 |
| Value | Count | Frequency (%) |
| 24 | 2 | 0.2% |
| 26 | 1 | 0.1% |
| 27 | 1 | 0.1% |
| 28 | 3 | 0.3% |
| 29 | 4 | 0.4% |
| 30 | 1 | 0.1% |
| 31 | 4 | 0.4% |
| 32 | 10 | |
| 33 | 3 | 0.3% |
| 34 | 8 |
| Value | Count | Frequency (%) |
| 77 | 1 | 0.1% |
| 74 | 1 | 0.1% |
| 71 | 3 | 0.3% |
| 70 | 5 | |
| 69 | 5 | |
| 68 | 1 | 0.1% |
| 67 | 1 | 0.1% |
| 66 | 2 | 0.2% |
| 65 | 3 | 0.3% |
| 62 | 8 |
buildUpPlayDribblingClass
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.4 KiB |
| Little | |
|---|---|
| Normal | |
| Lots | 17 |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.9632035 |
| Min length | 4 |
Characters and Unicode
| Total characters | 5510 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Little |
|---|---|
| 2nd row | Little |
| 3rd row | Little |
| 4th row | Little |
| 5th row | Normal |
Common Values
| Value | Count | Frequency (%) |
| Little | 645 | |
| Normal | 262 | |
| Lots | 17 | 1.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| little | 645 | |
| normal | 262 | |
| lots | 17 | 1.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 1307 | |
| l | 907 | |
| L | 662 | |
| i | 645 | |
| e | 645 | |
| o | 279 | 5.1% |
| N | 262 | 4.8% |
| r | 262 | 4.8% |
| m | 262 | 4.8% |
| a | 262 | 4.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 4586 | |
| Uppercase Letter | 924 | 16.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 1307 | |
| l | 907 | |
| i | 645 | |
| e | 645 | |
| o | 279 | 6.1% |
| r | 262 | 5.7% |
| m | 262 | 5.7% |
| a | 262 | 5.7% |
| s | 17 | 0.4% |
Uppercase Letter
| Value | Count | Frequency (%) |
| L | 662 | |
| N | 262 | 28.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 5510 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| t | 1307 | |
| l | 907 | |
| L | 662 | |
| i | 645 | |
| e | 645 | |
| o | 279 | 5.1% |
| N | 262 | 4.8% |
| r | 262 | 4.8% |
| m | 262 | 4.8% |
| a | 262 | 4.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5510 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| t | 1307 | |
| l | 907 | |
| L | 662 | |
| i | 645 | |
| e | 645 | |
| o | 279 | 5.1% |
| N | 262 | 4.8% |
| r | 262 | 4.8% |
| m | 262 | 4.8% |
| a | 262 | 4.8% |
buildUpPlayPassing
Real number (ℝ)
| Distinct | 58 |
|---|---|
| Distinct (%) | 6.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 48.666667 |
| Minimum | 20 |
|---|---|
| Maximum | 80 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 14.4 KiB |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 30 |
| Q1 | 40 |
| median | 50 |
| Q3 | 55 |
| 95-th percentile | 70 |
| Maximum | 80 |
| Range | 60 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 11.285103 |
|---|---|
| Coefficient of variation (CV) | 0.23188568 |
| Kurtosis | -0.46441031 |
| Mean | 48.666667 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 0.1138595 |
| Sum | 44968 |
| Variance | 127.35356 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 50 | 80 | 8.7% |
| 30 | 53 | 5.7% |
| 35 | 47 | 5.1% |
| 52 | 45 | 4.9% |
| 55 | 42 | 4.5% |
| 40 | 40 | 4.3% |
| 48 | 40 | 4.3% |
| 54 | 37 | 4.0% |
| 45 | 34 | 3.7% |
| 70 | 31 | 3.4% |
| Other values (48) | 475 |
| Value | Count | Frequency (%) |
| 20 | 1 | 0.1% |
| 22 | 1 | 0.1% |
| 23 | 3 | 0.3% |
| 24 | 2 | 0.2% |
| 25 | 1 | 0.1% |
| 26 | 3 | 0.3% |
| 27 | 1 | 0.1% |
| 28 | 1 | 0.1% |
| 29 | 4 | 0.4% |
| 30 | 53 |
| Value | Count | Frequency (%) |
| 80 | 1 | 0.1% |
| 79 | 1 | 0.1% |
| 77 | 1 | 0.1% |
| 75 | 2 | 0.2% |
| 74 | 1 | 0.1% |
| 73 | 6 | 0.6% |
| 72 | 5 | 0.5% |
| 71 | 1 | 0.1% |
| 70 | 31 | |
| 69 | 5 | 0.5% |
buildUpPlayPassingClass
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.4 KiB |
| Mixed | |
|---|---|
| Short | |
| Long | 68 |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 4.9264069 |
| Min length | 4 |
Characters and Unicode
| Total characters | 4552 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Mixed |
|---|---|
| 2nd row | Mixed |
| 3rd row | Mixed |
| 4th row | Mixed |
| 5th row | Mixed |
Common Values
| Value | Count | Frequency (%) |
| Mixed | 771 | |
| Short | 85 | 9.2% |
| Long | 68 | 7.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| mixed | 771 | |
| short | 85 | 9.2% |
| long | 68 | 7.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| M | 771 | |
| i | 771 | |
| x | 771 | |
| e | 771 | |
| d | 771 | |
| o | 153 | 3.4% |
| S | 85 | 1.9% |
| h | 85 | 1.9% |
| r | 85 | 1.9% |
| t | 85 | 1.9% |
| Other values (3) | 204 | 4.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 3628 | |
| Uppercase Letter | 924 | 20.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 771 | |
| x | 771 | |
| e | 771 | |
| d | 771 | |
| o | 153 | 4.2% |
| h | 85 | 2.3% |
| r | 85 | 2.3% |
| t | 85 | 2.3% |
| n | 68 | 1.9% |
| g | 68 | 1.9% |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 771 | |
| S | 85 | 9.2% |
| L | 68 | 7.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 4552 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| M | 771 | |
| i | 771 | |
| x | 771 | |
| e | 771 | |
| d | 771 | |
| o | 153 | 3.4% |
| S | 85 | 1.9% |
| h | 85 | 1.9% |
| r | 85 | 1.9% |
| t | 85 | 1.9% |
| Other values (3) | 204 | 4.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4552 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| M | 771 | |
| i | 771 | |
| x | 771 | |
| e | 771 | |
| d | 771 | |
| o | 153 | 3.4% |
| S | 85 | 1.9% |
| h | 85 | 1.9% |
| r | 85 | 1.9% |
| t | 85 | 1.9% |
| Other values (3) | 204 | 4.5% |
buildUpPlayPositioningClass
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.4 KiB |
| Organised | |
|---|---|
| Free Form | 47 |
Length
| Max length | 9 |
|---|---|
| Median length | 9 |
| Mean length | 9 |
| Min length | 9 |
Characters and Unicode
| Total characters | 8316 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Organised |
|---|---|
| 2nd row | Organised |
| 3rd row | Organised |
| 4th row | Organised |
| 5th row | Organised |
Common Values
| Value | Count | Frequency (%) |
| Organised | 877 | |
| Free Form | 47 | 5.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| organised | 877 | |
| free | 47 | 4.8% |
| form | 47 | 4.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 971 | |
| e | 971 | |
| O | 877 | |
| g | 877 | |
| a | 877 | |
| n | 877 | |
| i | 877 | |
| s | 877 | |
| d | 877 | |
| F | 94 | 1.1% |
| Other values (3) | 141 | 1.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 7298 | |
| Uppercase Letter | 971 | 11.7% |
| Space Separator | 47 | 0.6% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 971 | |
| e | 971 | |
| g | 877 | |
| a | 877 | |
| n | 877 | |
| i | 877 | |
| s | 877 | |
| d | 877 | |
| o | 47 | 0.6% |
| m | 47 | 0.6% |
Uppercase Letter
| Value | Count | Frequency (%) |
| O | 877 | |
| F | 94 | 9.7% |
Space Separator
| Value | Count | Frequency (%) |
| 47 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 8269 | |
| Common | 47 | 0.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| r | 971 | |
| e | 971 | |
| O | 877 | |
| g | 877 | |
| a | 877 | |
| n | 877 | |
| i | 877 | |
| s | 877 | |
| d | 877 | |
| F | 94 | 1.1% |
| Other values (2) | 94 | 1.1% |
Common
| Value | Count | Frequency (%) |
| 47 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 8316 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| r | 971 | |
| e | 971 | |
| O | 877 | |
| g | 877 | |
| a | 877 | |
| n | 877 | |
| i | 877 | |
| s | 877 | |
| d | 877 | |
| F | 94 | 1.1% |
| Other values (3) | 141 | 1.7% |
chanceCreationPassing
Real number (ℝ)
| Distinct | 49 |
|---|---|
| Distinct (%) | 5.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 52.498918 |
| Minimum | 21 |
|---|---|
| Maximum | 80 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 14.4 KiB |
Quantile statistics
| Minimum | 21 |
|---|---|
| 5-th percentile | 35 |
| Q1 | 46 |
| median | 52 |
| Q3 | 60 |
| 95-th percentile | 70 |
| Maximum | 80 |
| Range | 59 |
| Interquartile range (IQR) | 14 |
Descriptive statistics
| Standard deviation | 10.859738 |
|---|---|
| Coefficient of variation (CV) | 0.20685642 |
| Kurtosis | -0.52282583 |
| Mean | 52.498918 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | -0.064151094 |
| Sum | 48509 |
| Variance | 117.93391 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 50 | 66 | 7.1% |
| 49 | 62 | 6.7% |
| 52 | 53 | 5.7% |
| 70 | 46 | 5.0% |
| 55 | 45 | 4.9% |
| 53 | 44 | 4.8% |
| 65 | 37 | 4.0% |
| 48 | 34 | 3.7% |
| 45 | 33 | 3.6% |
| 35 | 33 | 3.6% |
| Other values (39) | 471 |
| Value | Count | Frequency (%) |
| 21 | 1 | 0.1% |
| 28 | 2 | 0.2% |
| 30 | 28 | |
| 31 | 1 | 0.1% |
| 32 | 3 | 0.3% |
| 33 | 1 | 0.1% |
| 34 | 7 | 0.8% |
| 35 | 33 | |
| 36 | 7 | 0.8% |
| 37 | 11 | 1.2% |
| Value | Count | Frequency (%) |
| 80 | 1 | 0.1% |
| 77 | 4 | 0.4% |
| 76 | 1 | 0.1% |
| 73 | 2 | 0.2% |
| 72 | 10 | 1.1% |
| 71 | 7 | 0.8% |
| 70 | 46 | |
| 69 | 12 | 1.3% |
| 68 | 28 | |
| 67 | 16 | 1.7% |
chanceCreationPassingClass
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.4 KiB |
| Normal | |
|---|---|
| Risky | |
| Safe | 36 |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.784632 |
| Min length | 4 |
Characters and Unicode
| Total characters | 5345 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Normal |
|---|---|
| 2nd row | Normal |
| 3rd row | Normal |
| 4th row | Normal |
| 5th row | Normal |
Common Values
| Value | Count | Frequency (%) |
| Normal | 761 | |
| Risky | 127 | 13.7% |
| Safe | 36 | 3.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| normal | 761 | |
| risky | 127 | 13.7% |
| safe | 36 | 3.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 797 | |
| N | 761 | |
| o | 761 | |
| r | 761 | |
| m | 761 | |
| l | 761 | |
| R | 127 | 2.4% |
| i | 127 | 2.4% |
| s | 127 | 2.4% |
| k | 127 | 2.4% |
| Other values (4) | 235 | 4.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 4421 | |
| Uppercase Letter | 924 | 17.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 797 | |
| o | 761 | |
| r | 761 | |
| m | 761 | |
| l | 761 | |
| i | 127 | 2.9% |
| s | 127 | 2.9% |
| k | 127 | 2.9% |
| y | 127 | 2.9% |
| f | 36 | 0.8% |
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 761 | |
| R | 127 | 13.7% |
| S | 36 | 3.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 5345 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 797 | |
| N | 761 | |
| o | 761 | |
| r | 761 | |
| m | 761 | |
| l | 761 | |
| R | 127 | 2.4% |
| i | 127 | 2.4% |
| s | 127 | 2.4% |
| k | 127 | 2.4% |
| Other values (4) | 235 | 4.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5345 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 797 | |
| N | 761 | |
| o | 761 | |
| r | 761 | |
| m | 761 | |
| l | 761 | |
| R | 127 | 2.4% |
| i | 127 | 2.4% |
| s | 127 | 2.4% |
| k | 127 | 2.4% |
| Other values (4) | 235 | 4.4% |
chanceCreationCrossing
Real number (ℝ)
| Distinct | 55 |
|---|---|
| Distinct (%) | 6.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 53.971861 |
| Minimum | 20 |
|---|---|
| Maximum | 80 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 14.4 KiB |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 34 |
| Q1 | 47 |
| median | 54 |
| Q3 | 63 |
| 95-th percentile | 70 |
| Maximum | 80 |
| Range | 60 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 11.388694 |
|---|---|
| Coefficient of variation (CV) | 0.21101169 |
| Kurtosis | -0.41974502 |
| Mean | 53.971861 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | -0.26491844 |
| Sum | 49870 |
| Variance | 129.70235 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 50 | 58 | 6.3% |
| 70 | 56 | 6.1% |
| 54 | 49 | 5.3% |
| 52 | 49 | 5.3% |
| 65 | 48 | 5.2% |
| 60 | 42 | 4.5% |
| 55 | 34 | 3.7% |
| 53 | 31 | 3.4% |
| 51 | 29 | 3.1% |
| 45 | 27 | 2.9% |
| Other values (45) | 501 |
| Value | Count | Frequency (%) |
| 20 | 2 | 0.2% |
| 23 | 1 | 0.1% |
| 24 | 1 | 0.1% |
| 25 | 3 | 0.3% |
| 26 | 2 | 0.2% |
| 27 | 1 | 0.1% |
| 30 | 16 | |
| 31 | 5 | 0.5% |
| 33 | 5 | 0.5% |
| 34 | 17 |
| Value | Count | Frequency (%) |
| 80 | 2 | 0.2% |
| 78 | 3 | 0.3% |
| 77 | 3 | 0.3% |
| 76 | 4 | 0.4% |
| 75 | 1 | 0.1% |
| 74 | 3 | 0.3% |
| 73 | 8 | 0.9% |
| 72 | 10 | 1.1% |
| 71 | 7 | 0.8% |
| 70 | 56 |
chanceCreationCrossingClass
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.4 KiB |
| Normal | |
|---|---|
| Lots | |
| Little | 36 |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.6904762 |
| Min length | 4 |
Characters and Unicode
| Total characters | 5258 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Normal |
|---|---|
| 2nd row | Normal |
| 3rd row | Normal |
| 4th row | Normal |
| 5th row | Normal |
Common Values
| Value | Count | Frequency (%) |
| Normal | 745 | |
| Lots | 143 | 15.5% |
| Little | 36 | 3.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| normal | 745 | |
| lots | 143 | 15.5% |
| little | 36 | 3.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 888 | |
| l | 781 | |
| N | 745 | |
| r | 745 | |
| m | 745 | |
| a | 745 | |
| t | 215 | 4.1% |
| L | 179 | 3.4% |
| s | 143 | 2.7% |
| i | 36 | 0.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 4334 | |
| Uppercase Letter | 924 | 17.6% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 888 | |
| l | 781 | |
| r | 745 | |
| m | 745 | |
| a | 745 | |
| t | 215 | 5.0% |
| s | 143 | 3.3% |
| i | 36 | 0.8% |
| e | 36 | 0.8% |
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 745 | |
| L | 179 | 19.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 5258 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 888 | |
| l | 781 | |
| N | 745 | |
| r | 745 | |
| m | 745 | |
| a | 745 | |
| t | 215 | 4.1% |
| L | 179 | 3.4% |
| s | 143 | 2.7% |
| i | 36 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5258 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 888 | |
| l | 781 | |
| N | 745 | |
| r | 745 | |
| m | 745 | |
| a | 745 | |
| t | 215 | 4.1% |
| L | 179 | 3.4% |
| s | 143 | 2.7% |
| i | 36 | 0.7% |
chanceCreationShooting
Real number (ℝ)
| Distinct | 54 |
|---|---|
| Distinct (%) | 5.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 54.248918 |
| Minimum | 22 |
|---|---|
| Maximum | 80 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 14.4 KiB |
Quantile statistics
| Minimum | 22 |
|---|---|
| 5-th percentile | 35.15 |
| Q1 | 49 |
| median | 54 |
| Q3 | 63 |
| 95-th percentile | 70 |
| Maximum | 80 |
| Range | 58 |
| Interquartile range (IQR) | 14 |
Descriptive statistics
| Standard deviation | 10.548179 |
|---|---|
| Coefficient of variation (CV) | 0.19444036 |
| Kurtosis | -0.21944756 |
| Mean | 54.248918 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | -0.18422415 |
| Sum | 50126 |
| Variance | 111.26408 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 50 | 81 | 8.8% |
| 70 | 69 | 7.5% |
| 52 | 60 | 6.5% |
| 55 | 58 | 6.3% |
| 65 | 51 | 5.5% |
| 53 | 43 | 4.7% |
| 60 | 35 | 3.8% |
| 56 | 34 | 3.7% |
| 48 | 34 | 3.7% |
| 49 | 30 | 3.2% |
| Other values (44) | 429 |
| Value | Count | Frequency (%) |
| 22 | 1 | 0.1% |
| 23 | 4 | 0.4% |
| 24 | 1 | 0.1% |
| 29 | 2 | 0.2% |
| 30 | 5 | 0.5% |
| 31 | 1 | 0.1% |
| 32 | 3 | 0.3% |
| 33 | 1 | 0.1% |
| 34 | 9 | |
| 35 | 20 |
| Value | Count | Frequency (%) |
| 80 | 4 | 0.4% |
| 79 | 1 | 0.1% |
| 78 | 1 | 0.1% |
| 77 | 1 | 0.1% |
| 76 | 1 | 0.1% |
| 75 | 4 | 0.4% |
| 73 | 5 | 0.5% |
| 72 | 10 | 1.1% |
| 71 | 2 | 0.2% |
| 70 | 69 |
chanceCreationShootingClass
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.4 KiB |
| Normal | |
|---|---|
| Lots | |
| Little | 18 |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.7142857 |
| Min length | 4 |
Characters and Unicode
| Total characters | 5280 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Normal |
|---|---|
| 2nd row | Normal |
| 3rd row | Normal |
| 4th row | Normal |
| 5th row | Normal |
Common Values
| Value | Count | Frequency (%) |
| Normal | 774 | |
| Lots | 132 | 14.3% |
| Little | 18 | 1.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| normal | 774 | |
| lots | 132 | 14.3% |
| little | 18 | 1.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 906 | |
| l | 792 | |
| N | 774 | |
| r | 774 | |
| m | 774 | |
| a | 774 | |
| t | 168 | 3.2% |
| L | 150 | 2.8% |
| s | 132 | 2.5% |
| i | 18 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 4356 | |
| Uppercase Letter | 924 | 17.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 906 | |
| l | 792 | |
| r | 774 | |
| m | 774 | |
| a | 774 | |
| t | 168 | 3.9% |
| s | 132 | 3.0% |
| i | 18 | 0.4% |
| e | 18 | 0.4% |
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 774 | |
| L | 150 | 16.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 5280 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 906 | |
| l | 792 | |
| N | 774 | |
| r | 774 | |
| m | 774 | |
| a | 774 | |
| t | 168 | 3.2% |
| L | 150 | 2.8% |
| s | 132 | 2.5% |
| i | 18 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5280 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 906 | |
| l | 792 | |
| N | 774 | |
| r | 774 | |
| m | 774 | |
| a | 774 | |
| t | 168 | 3.2% |
| L | 150 | 2.8% |
| s | 132 | 2.5% |
| i | 18 | 0.3% |
chanceCreationPositioningClass
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.4 KiB |
| Organised | |
|---|---|
| Free Form |
Length
| Max length | 9 |
|---|---|
| Median length | 9 |
| Mean length | 9 |
| Min length | 9 |
Characters and Unicode
| Total characters | 8316 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Organised |
|---|---|
| 2nd row | Organised |
| 3rd row | Organised |
| 4th row | Organised |
| 5th row | Organised |
Common Values
| Value | Count | Frequency (%) |
| Organised | 809 | |
| Free Form | 115 | 12.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| organised | 809 | |
| free | 115 | 11.1% |
| form | 115 | 11.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 1039 | |
| e | 1039 | |
| O | 809 | |
| g | 809 | |
| a | 809 | |
| n | 809 | |
| i | 809 | |
| s | 809 | |
| d | 809 | |
| F | 230 | 2.8% |
| Other values (3) | 345 | 4.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 7162 | |
| Uppercase Letter | 1039 | 12.5% |
| Space Separator | 115 | 1.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 1039 | |
| e | 1039 | |
| g | 809 | |
| a | 809 | |
| n | 809 | |
| i | 809 | |
| s | 809 | |
| d | 809 | |
| o | 115 | 1.6% |
| m | 115 | 1.6% |
Uppercase Letter
| Value | Count | Frequency (%) |
| O | 809 | |
| F | 230 | 22.1% |
Space Separator
| Value | Count | Frequency (%) |
| 115 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 8201 | |
| Common | 115 | 1.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| r | 1039 | |
| e | 1039 | |
| O | 809 | |
| g | 809 | |
| a | 809 | |
| n | 809 | |
| i | 809 | |
| s | 809 | |
| d | 809 | |
| F | 230 | 2.8% |
| Other values (2) | 230 | 2.8% |
Common
| Value | Count | Frequency (%) |
| 115 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 8316 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| r | 1039 | |
| e | 1039 | |
| O | 809 | |
| g | 809 | |
| a | 809 | |
| n | 809 | |
| i | 809 | |
| s | 809 | |
| d | 809 | |
| F | 230 | 2.8% |
| Other values (3) | 345 | 4.1% |
defencePressure
Real number (ℝ)
| Distinct | 48 |
|---|---|
| Distinct (%) | 5.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 45.968615 |
| Minimum | 23 |
|---|---|
| Maximum | 72 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 14.4 KiB |
Quantile statistics
| Minimum | 23 |
|---|---|
| 5-th percentile | 30 |
| Q1 | 38 |
| median | 45 |
| Q3 | 51 |
| 95-th percentile | 66 |
| Maximum | 72 |
| Range | 49 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 10.294372 |
|---|---|
| Coefficient of variation (CV) | 0.22394349 |
| Kurtosis | -0.12293566 |
| Mean | 45.968615 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0.42351891 |
| Sum | 42475 |
| Variance | 105.9741 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 45 | 79 | 8.5% |
| 47 | 52 | 5.6% |
| 35 | 52 | 5.6% |
| 30 | 45 | 4.9% |
| 50 | 42 | 4.5% |
| 70 | 40 | 4.3% |
| 49 | 39 | 4.2% |
| 40 | 38 | 4.1% |
| 48 | 35 | 3.8% |
| 39 | 35 | 3.8% |
| Other values (38) | 467 |
| Value | Count | Frequency (%) |
| 23 | 3 | 0.3% |
| 24 | 2 | 0.2% |
| 25 | 6 | 0.6% |
| 26 | 3 | 0.3% |
| 27 | 2 | 0.2% |
| 28 | 2 | 0.2% |
| 29 | 3 | 0.3% |
| 30 | 45 | |
| 31 | 4 | 0.4% |
| 32 | 3 | 0.3% |
| Value | Count | Frequency (%) |
| 72 | 1 | 0.1% |
| 70 | 40 | |
| 68 | 3 | 0.3% |
| 67 | 1 | 0.1% |
| 66 | 3 | 0.3% |
| 65 | 13 | 1.4% |
| 64 | 6 | 0.6% |
| 63 | 8 | 0.9% |
| 62 | 3 | 0.3% |
| 61 | 7 | 0.8% |
defencePressureClass
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.4 KiB |
| Medium | |
|---|---|
| Deep | |
| High | 45 |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.7121212 |
| Min length | 4 |
Characters and Unicode
| Total characters | 5278 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Deep |
|---|---|
| 2nd row | Medium |
| 3rd row | Medium |
| 4th row | Medium |
| 5th row | Medium |
Common Values
| Value | Count | Frequency (%) |
| Medium | 791 | |
| Deep | 88 | 9.5% |
| High | 45 | 4.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| medium | 791 | |
| deep | 88 | 9.5% |
| high | 45 | 4.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 967 | |
| i | 836 | |
| M | 791 | |
| d | 791 | |
| u | 791 | |
| m | 791 | |
| D | 88 | 1.7% |
| p | 88 | 1.7% |
| H | 45 | 0.9% |
| g | 45 | 0.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 4354 | |
| Uppercase Letter | 924 | 17.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 967 | |
| i | 836 | |
| d | 791 | |
| u | 791 | |
| m | 791 | |
| p | 88 | 2.0% |
| g | 45 | 1.0% |
| h | 45 | 1.0% |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 791 | |
| D | 88 | 9.5% |
| H | 45 | 4.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 5278 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 967 | |
| i | 836 | |
| M | 791 | |
| d | 791 | |
| u | 791 | |
| m | 791 | |
| D | 88 | 1.7% |
| p | 88 | 1.7% |
| H | 45 | 0.9% |
| g | 45 | 0.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5278 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 967 | |
| i | 836 | |
| M | 791 | |
| d | 791 | |
| u | 791 | |
| m | 791 | |
| D | 88 | 1.7% |
| p | 88 | 1.7% |
| H | 45 | 0.9% |
| g | 45 | 0.9% |
defenceAggression
Real number (ℝ)
| Distinct | 46 |
|---|---|
| Distinct (%) | 5.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 49.742424 |
| Minimum | 27 |
|---|---|
| Maximum | 72 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 14.4 KiB |
Quantile statistics
| Minimum | 27 |
|---|---|
| 5-th percentile | 34 |
| Q1 | 44 |
| median | 49 |
| Q3 | 55 |
| 95-th percentile | 70 |
| Maximum | 72 |
| Range | 45 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 9.4380972 |
|---|---|
| Coefficient of variation (CV) | 0.18973939 |
| Kurtosis | -0.067280966 |
| Mean | 49.742424 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0.27455522 |
| Sum | 45962 |
| Variance | 89.077678 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 45 | 85 | 9.2% |
| 55 | 58 | 6.3% |
| 50 | 58 | 6.3% |
| 70 | 53 | 5.7% |
| 47 | 50 | 5.4% |
| 44 | 44 | 4.8% |
| 52 | 40 | 4.3% |
| 48 | 40 | 4.3% |
| 46 | 38 | 4.1% |
| 60 | 35 | 3.8% |
| Other values (36) | 423 |
| Value | Count | Frequency (%) |
| 27 | 1 | 0.1% |
| 28 | 1 | 0.1% |
| 29 | 1 | 0.1% |
| 30 | 28 | |
| 31 | 2 | 0.2% |
| 32 | 2 | 0.2% |
| 33 | 3 | 0.3% |
| 34 | 14 | |
| 35 | 12 | |
| 36 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 72 | 1 | 0.1% |
| 71 | 1 | 0.1% |
| 70 | 53 | |
| 69 | 1 | 0.1% |
| 68 | 2 | 0.2% |
| 67 | 7 | 0.8% |
| 66 | 4 | 0.4% |
| 65 | 22 | |
| 64 | 2 | 0.2% |
| 63 | 6 | 0.6% |
defenceAggressionClass
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.4 KiB |
| Press | |
|---|---|
| Double | 65 |
| Contain | 38 |
Length
| Max length | 7 |
|---|---|
| Median length | 5 |
| Mean length | 5.1525974 |
| Min length | 5 |
Characters and Unicode
| Total characters | 4761 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Double |
|---|---|
| 2nd row | Press |
| 3rd row | Press |
| 4th row | Press |
| 5th row | Press |
Common Values
| Value | Count | Frequency (%) |
| Press | 821 | |
| Double | 65 | 7.0% |
| Contain | 38 | 4.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| press | 821 | |
| double | 65 | 7.0% |
| contain | 38 | 4.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| s | 1642 | |
| e | 886 | |
| P | 821 | |
| r | 821 | |
| o | 103 | 2.2% |
| n | 76 | 1.6% |
| D | 65 | 1.4% |
| u | 65 | 1.4% |
| b | 65 | 1.4% |
| l | 65 | 1.4% |
| Other values (4) | 152 | 3.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 3837 | |
| Uppercase Letter | 924 | 19.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| s | 1642 | |
| e | 886 | |
| r | 821 | |
| o | 103 | 2.7% |
| n | 76 | 2.0% |
| u | 65 | 1.7% |
| b | 65 | 1.7% |
| l | 65 | 1.7% |
| t | 38 | 1.0% |
| a | 38 | 1.0% |
Uppercase Letter
| Value | Count | Frequency (%) |
| P | 821 | |
| D | 65 | 7.0% |
| C | 38 | 4.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 4761 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| s | 1642 | |
| e | 886 | |
| P | 821 | |
| r | 821 | |
| o | 103 | 2.2% |
| n | 76 | 1.6% |
| D | 65 | 1.4% |
| u | 65 | 1.4% |
| b | 65 | 1.4% |
| l | 65 | 1.4% |
| Other values (4) | 152 | 3.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4761 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| s | 1642 | |
| e | 886 | |
| P | 821 | |
| r | 821 | |
| o | 103 | 2.2% |
| n | 76 | 1.6% |
| D | 65 | 1.4% |
| u | 65 | 1.4% |
| b | 65 | 1.4% |
| l | 65 | 1.4% |
| Other values (4) | 152 | 3.2% |
defenceTeamWidth
Real number (ℝ)
| Distinct | 42 |
|---|---|
| Distinct (%) | 4.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 52.270563 |
| Minimum | 29 |
|---|---|
| Maximum | 73 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 14.4 KiB |
Quantile statistics
| Minimum | 29 |
|---|---|
| 5-th percentile | 35 |
| Q1 | 48 |
| median | 52 |
| Q3 | 58 |
| 95-th percentile | 69 |
| Maximum | 73 |
| Range | 44 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 9.3459083 |
|---|---|
| Coefficient of variation (CV) | 0.17879869 |
| Kurtosis | -0.14458383 |
| Mean | 52.270563 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | -0.10509277 |
| Sum | 48298 |
| Variance | 87.346001 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 50 | 99 | 10.7% |
| 52 | 49 | 5.3% |
| 65 | 49 | 5.3% |
| 53 | 48 | 5.2% |
| 51 | 48 | 5.2% |
| 49 | 45 | 4.9% |
| 55 | 45 | 4.9% |
| 70 | 44 | 4.8% |
| 54 | 39 | 4.2% |
| 45 | 38 | 4.1% |
| Other values (32) | 420 |
| Value | Count | Frequency (%) |
| 29 | 1 | 0.1% |
| 30 | 23 | |
| 32 | 2 | 0.2% |
| 33 | 2 | 0.2% |
| 34 | 3 | 0.3% |
| 35 | 22 | |
| 36 | 6 | 0.6% |
| 37 | 5 | 0.5% |
| 38 | 9 | 1.0% |
| 39 | 15 |
| Value | Count | Frequency (%) |
| 73 | 1 | 0.1% |
| 70 | 44 | |
| 69 | 5 | 0.5% |
| 68 | 15 | 1.6% |
| 67 | 11 | 1.2% |
| 66 | 10 | 1.1% |
| 65 | 49 | |
| 64 | 7 | 0.8% |
| 63 | 5 | 0.5% |
| 62 | 18 | 1.9% |
defenceTeamWidthClass
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.4 KiB |
| Normal | |
|---|---|
| Wide | 76 |
| Narrow | 28 |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.8354978 |
| Min length | 4 |
Characters and Unicode
| Total characters | 5392 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Narrow |
|---|---|
| 2nd row | Normal |
| 3rd row | Normal |
| 4th row | Normal |
| 5th row | Normal |
Common Values
| Value | Count | Frequency (%) |
| Normal | 820 | |
| Wide | 76 | 8.2% |
| Narrow | 28 | 3.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| normal | 820 | |
| wide | 76 | 8.2% |
| narrow | 28 | 3.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 876 | |
| N | 848 | |
| o | 848 | |
| a | 848 | |
| m | 820 | |
| l | 820 | |
| W | 76 | 1.4% |
| i | 76 | 1.4% |
| d | 76 | 1.4% |
| e | 76 | 1.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 4468 | |
| Uppercase Letter | 924 | 17.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 876 | |
| o | 848 | |
| a | 848 | |
| m | 820 | |
| l | 820 | |
| i | 76 | 1.7% |
| d | 76 | 1.7% |
| e | 76 | 1.7% |
| w | 28 | 0.6% |
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 848 | |
| W | 76 | 8.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 5392 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| r | 876 | |
| N | 848 | |
| o | 848 | |
| a | 848 | |
| m | 820 | |
| l | 820 | |
| W | 76 | 1.4% |
| i | 76 | 1.4% |
| d | 76 | 1.4% |
| e | 76 | 1.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5392 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| r | 876 | |
| N | 848 | |
| o | 848 | |
| a | 848 | |
| m | 820 | |
| l | 820 | |
| W | 76 | 1.4% |
| i | 76 | 1.4% |
| d | 76 | 1.4% |
| e | 76 | 1.4% |
defenceDefenderLineClass
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.4 KiB |
| Cover | |
|---|---|
| Offside Trap | 71 |
Length
| Max length | 12 |
|---|---|
| Median length | 5 |
| Mean length | 5.5378788 |
| Min length | 5 |
Characters and Unicode
| Total characters | 5117 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Offside Trap |
|---|---|
| 2nd row | Cover |
| 3rd row | Cover |
| 4th row | Cover |
| 5th row | Cover |
Common Values
| Value | Count | Frequency (%) |
| Cover | 853 | |
| Offside Trap | 71 | 7.7% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| cover | 853 | |
| offside | 71 | 7.1% |
| trap | 71 | 7.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 924 | |
| r | 924 | |
| C | 853 | |
| o | 853 | |
| v | 853 | |
| f | 142 | 2.8% |
| O | 71 | 1.4% |
| s | 71 | 1.4% |
| i | 71 | 1.4% |
| d | 71 | 1.4% |
| Other values (4) | 284 | 5.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 4051 | |
| Uppercase Letter | 995 | 19.4% |
| Space Separator | 71 | 1.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 924 | |
| r | 924 | |
| o | 853 | |
| v | 853 | |
| f | 142 | 3.5% |
| s | 71 | 1.8% |
| i | 71 | 1.8% |
| d | 71 | 1.8% |
| a | 71 | 1.8% |
| p | 71 | 1.8% |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 853 | |
| O | 71 | 7.1% |
| T | 71 | 7.1% |
Space Separator
| Value | Count | Frequency (%) |
| 71 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 5046 | |
| Common | 71 | 1.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 924 | |
| r | 924 | |
| C | 853 | |
| o | 853 | |
| v | 853 | |
| f | 142 | 2.8% |
| O | 71 | 1.4% |
| s | 71 | 1.4% |
| i | 71 | 1.4% |
| d | 71 | 1.4% |
| Other values (3) | 213 | 4.2% |
Common
| Value | Count | Frequency (%) |
| 71 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5117 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 924 | |
| r | 924 | |
| C | 853 | |
| o | 853 | |
| v | 853 | |
| f | 142 | 2.8% |
| O | 71 | 1.4% |
| s | 71 | 1.4% |
| i | 71 | 1.4% |
| d | 71 | 1.4% |
| Other values (4) | 284 | 5.6% |
| id | team_fifa_api_id | team_api_id | buildUpPlaySpeed | buildUpPlayDribbling | buildUpPlayPassing | chanceCreationPassing | chanceCreationCrossing | chanceCreationShooting | defencePressure | defenceAggression | defenceTeamWidth | date | buildUpPlaySpeedClass | buildUpPlayDribblingClass | buildUpPlayPassingClass | buildUpPlayPositioningClass | chanceCreationPassingClass | chanceCreationCrossingClass | chanceCreationShootingClass | chanceCreationPositioningClass | defencePressureClass | defenceAggressionClass | defenceTeamWidthClass | defenceDefenderLineClass | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| id | 1.000 | -0.025 | 0.138 | -0.006 | 0.089 | -0.023 | 0.073 | 0.106 | 0.017 | 0.048 | -0.016 | -0.003 | 0.000 | 0.082 | 0.000 | 0.079 | 0.170 | 0.098 | 0.080 | 0.052 | 0.142 | 0.000 | 0.071 | 0.016 | 0.090 |
| team_fifa_api_id | -0.025 | 1.000 | -0.141 | -0.082 | 0.024 | 0.038 | 0.022 | -0.054 | 0.006 | -0.109 | -0.053 | 0.050 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.057 | 0.071 | 0.066 | 0.000 | 0.013 | 0.036 |
| team_api_id | 0.138 | -0.141 | 1.000 | -0.018 | -0.062 | -0.020 | -0.008 | -0.035 | -0.051 | -0.015 | -0.024 | -0.043 | 0.000 | 0.079 | 0.026 | 0.022 | 0.000 | 0.029 | 0.000 | 0.046 | 0.000 | 0.047 | 0.000 | 0.000 | 0.000 |
| buildUpPlaySpeed | -0.006 | -0.082 | -0.018 | 1.000 | -0.016 | 0.294 | 0.293 | 0.194 | 0.144 | 0.042 | 0.148 | -0.045 | 0.202 | 0.919 | 0.093 | 0.378 | 0.082 | 0.226 | 0.203 | 0.158 | 0.133 | 0.194 | 0.340 | 0.150 | 0.203 |
| buildUpPlayDribbling | 0.089 | 0.024 | -0.062 | -0.016 | 1.000 | -0.118 | 0.046 | 0.052 | 0.091 | 0.005 | 0.023 | 0.073 | 0.112 | 0.043 | 0.933 | 0.000 | 0.120 | 0.174 | 0.151 | 0.231 | 0.000 | 0.146 | 0.000 | 0.000 | 0.229 |
| buildUpPlayPassing | -0.023 | 0.038 | -0.020 | 0.294 | -0.118 | 1.000 | 0.236 | 0.236 | -0.096 | -0.113 | 0.071 | 0.002 | 0.234 | 0.380 | 0.094 | 0.924 | 0.316 | 0.306 | 0.301 | 0.144 | 0.265 | 0.237 | 0.311 | 0.154 | 0.391 |
| chanceCreationPassing | 0.073 | 0.022 | -0.008 | 0.293 | 0.046 | 0.236 | 1.000 | 0.248 | 0.100 | 0.230 | 0.154 | 0.107 | 0.199 | 0.298 | 0.142 | 0.317 | 0.143 | 0.925 | 0.280 | 0.100 | 0.160 | 0.230 | 0.290 | 0.204 | 0.182 |
| chanceCreationCrossing | 0.106 | -0.054 | -0.035 | 0.194 | 0.052 | 0.236 | 0.248 | 1.000 | 0.021 | 0.105 | 0.107 | 0.101 | 0.199 | 0.197 | 0.141 | 0.305 | 0.126 | 0.298 | 0.907 | 0.105 | 0.184 | 0.179 | 0.265 | 0.171 | 0.123 |
| chanceCreationShooting | 0.017 | 0.006 | -0.051 | 0.144 | 0.091 | -0.096 | 0.100 | 0.021 | 1.000 | 0.169 | 0.102 | 0.150 | 0.229 | 0.171 | 0.118 | 0.180 | 0.266 | 0.122 | 0.128 | 0.950 | 0.229 | 0.215 | 0.164 | 0.165 | 0.246 |
| defencePressure | 0.048 | -0.109 | -0.015 | 0.042 | 0.005 | -0.113 | 0.230 | 0.105 | 0.169 | 1.000 | 0.260 | 0.415 | 0.259 | 0.182 | 0.125 | 0.238 | 0.109 | 0.264 | 0.153 | 0.228 | 0.139 | 0.947 | 0.320 | 0.521 | 0.194 |
| defenceAggression | -0.016 | -0.053 | -0.024 | 0.148 | 0.023 | 0.071 | 0.154 | 0.107 | 0.102 | 0.260 | 1.000 | 0.095 | 0.292 | 0.291 | 0.141 | 0.301 | 0.228 | 0.272 | 0.205 | 0.148 | 0.143 | 0.326 | 0.942 | 0.291 | 0.358 |
| defenceTeamWidth | -0.003 | 0.050 | -0.043 | -0.045 | 0.073 | 0.002 | 0.107 | 0.101 | 0.150 | 0.415 | 0.095 | 1.000 | 0.279 | 0.154 | 0.124 | 0.199 | 0.123 | 0.189 | 0.175 | 0.155 | 0.124 | 0.565 | 0.299 | 0.929 | 0.203 |
| date | 0.000 | 0.000 | 0.000 | 0.202 | 0.112 | 0.234 | 0.199 | 0.199 | 0.229 | 0.259 | 0.292 | 0.279 | 1.000 | 0.186 | 0.656 | 0.288 | 0.168 | 0.230 | 0.174 | 0.261 | 0.131 | 0.351 | 0.385 | 0.311 | 0.398 |
| buildUpPlaySpeedClass | 0.082 | 0.000 | 0.079 | 0.919 | 0.043 | 0.380 | 0.298 | 0.197 | 0.171 | 0.182 | 0.291 | 0.154 | 0.186 | 1.000 | 0.070 | 0.353 | 0.086 | 0.261 | 0.189 | 0.134 | 0.126 | 0.130 | 0.276 | 0.082 | 0.162 |
| buildUpPlayDribblingClass | 0.000 | 0.000 | 0.026 | 0.093 | 0.933 | 0.094 | 0.142 | 0.141 | 0.118 | 0.125 | 0.141 | 0.124 | 0.656 | 0.070 | 1.000 | 0.040 | 0.076 | 0.056 | 0.058 | 0.101 | 0.064 | 0.100 | 0.112 | 0.115 | 0.152 |
| buildUpPlayPassingClass | 0.079 | 0.000 | 0.022 | 0.378 | 0.000 | 0.924 | 0.317 | 0.305 | 0.180 | 0.238 | 0.301 | 0.199 | 0.288 | 0.353 | 0.040 | 1.000 | 0.283 | 0.291 | 0.266 | 0.145 | 0.213 | 0.198 | 0.270 | 0.115 | 0.329 |
| buildUpPlayPositioningClass | 0.170 | 0.000 | 0.000 | 0.082 | 0.120 | 0.316 | 0.143 | 0.126 | 0.266 | 0.109 | 0.228 | 0.123 | 0.168 | 0.086 | 0.076 | 0.283 | 1.000 | 0.040 | 0.070 | 0.231 | 0.397 | 0.071 | 0.143 | 0.069 | 0.236 |
| chanceCreationPassingClass | 0.098 | 0.000 | 0.029 | 0.226 | 0.174 | 0.306 | 0.925 | 0.298 | 0.122 | 0.264 | 0.272 | 0.189 | 0.230 | 0.261 | 0.056 | 0.291 | 0.040 | 1.000 | 0.249 | 0.107 | 0.099 | 0.176 | 0.231 | 0.155 | 0.153 |
| chanceCreationCrossingClass | 0.080 | 0.000 | 0.000 | 0.203 | 0.151 | 0.301 | 0.280 | 0.907 | 0.128 | 0.153 | 0.205 | 0.175 | 0.174 | 0.189 | 0.058 | 0.266 | 0.070 | 0.249 | 1.000 | 0.066 | 0.140 | 0.125 | 0.189 | 0.161 | 0.066 |
| chanceCreationShootingClass | 0.052 | 0.057 | 0.046 | 0.158 | 0.231 | 0.144 | 0.100 | 0.105 | 0.950 | 0.228 | 0.148 | 0.155 | 0.261 | 0.134 | 0.101 | 0.145 | 0.231 | 0.107 | 0.066 | 1.000 | 0.213 | 0.196 | 0.115 | 0.121 | 0.181 |
| chanceCreationPositioningClass | 0.142 | 0.071 | 0.000 | 0.133 | 0.000 | 0.265 | 0.160 | 0.184 | 0.229 | 0.139 | 0.143 | 0.124 | 0.131 | 0.126 | 0.064 | 0.213 | 0.397 | 0.099 | 0.140 | 0.213 | 1.000 | 0.000 | 0.039 | 0.000 | 0.152 |
| defencePressureClass | 0.000 | 0.066 | 0.047 | 0.194 | 0.146 | 0.237 | 0.230 | 0.179 | 0.215 | 0.947 | 0.326 | 0.565 | 0.351 | 0.130 | 0.100 | 0.198 | 0.071 | 0.176 | 0.125 | 0.196 | 0.000 | 1.000 | 0.292 | 0.482 | 0.133 |
| defenceAggressionClass | 0.071 | 0.000 | 0.000 | 0.340 | 0.000 | 0.311 | 0.290 | 0.265 | 0.164 | 0.320 | 0.942 | 0.299 | 0.385 | 0.276 | 0.112 | 0.270 | 0.143 | 0.231 | 0.189 | 0.115 | 0.039 | 0.292 | 1.000 | 0.241 | 0.326 |
| defenceTeamWidthClass | 0.016 | 0.013 | 0.000 | 0.150 | 0.000 | 0.154 | 0.204 | 0.171 | 0.165 | 0.521 | 0.291 | 0.929 | 0.311 | 0.082 | 0.115 | 0.115 | 0.069 | 0.155 | 0.161 | 0.121 | 0.000 | 0.482 | 0.241 | 1.000 | 0.154 |
| defenceDefenderLineClass | 0.090 | 0.036 | 0.000 | 0.203 | 0.229 | 0.391 | 0.182 | 0.123 | 0.246 | 0.194 | 0.358 | 0.203 | 0.398 | 0.162 | 0.152 | 0.329 | 0.236 | 0.153 | 0.066 | 0.181 | 0.152 | 0.133 | 0.326 | 0.154 | 1.000 |
| id | team_fifa_api_id | team_api_id | date | buildUpPlaySpeed | buildUpPlaySpeedClass | buildUpPlayDribbling | buildUpPlayDribblingClass | buildUpPlayPassing | buildUpPlayPassingClass | buildUpPlayPositioningClass | chanceCreationPassing | chanceCreationPassingClass | chanceCreationCrossing | chanceCreationCrossingClass | chanceCreationShooting | chanceCreationShootingClass | chanceCreationPositioningClass | defencePressure | defencePressureClass | defenceAggression | defenceAggressionClass | defenceTeamWidth | defenceTeamWidthClass | defenceDefenderLineClass | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | 10 | 614 | 8576 | 2010-02-22 00:00:00 | 60 | Balanced | NaN | Little | 40 | Mixed | Organised | 45 | Normal | 35 | Normal | 55 | Normal | Organised | 30 | Deep | 70 | Double | 30 | Narrow | Offside Trap |
| 10 | 11 | 614 | 8576 | 2011-02-22 00:00:00 | 65 | Balanced | NaN | Little | 45 | Mixed | Organised | 65 | Normal | 65 | Normal | 50 | Normal | Organised | 45 | Medium | 45 | Press | 50 | Normal | Cover |
| 11 | 12 | 614 | 8576 | 2012-02-22 00:00:00 | 59 | Balanced | NaN | Little | 52 | Mixed | Organised | 48 | Normal | 34 | Normal | 52 | Normal | Organised | 38 | Medium | 47 | Press | 53 | Normal | Cover |
| 12 | 13 | 614 | 8576 | 2013-09-20 00:00:00 | 59 | Balanced | NaN | Little | 52 | Mixed | Organised | 48 | Normal | 34 | Normal | 52 | Normal | Organised | 38 | Medium | 47 | Press | 53 | Normal | Cover |
| 13 | 14 | 614 | 8576 | 2014-09-19 00:00:00 | 59 | Balanced | 57.0 | Normal | 52 | Mixed | Organised | 48 | Normal | 38 | Normal | 52 | Normal | Organised | 38 | Medium | 47 | Press | 53 | Normal | Cover |
| 14 | 15 | 614 | 8576 | 2015-09-10 00:00:00 | 59 | Balanced | 57.0 | Normal | 52 | Mixed | Organised | 48 | Normal | 38 | Normal | 52 | Normal | Organised | 38 | Medium | 47 | Press | 53 | Normal | Cover |
| 15 | 16 | 47 | 8564 | 2010-02-22 00:00:00 | 45 | Balanced | NaN | Little | 30 | Short | Free Form | 55 | Normal | 45 | Normal | 70 | Lots | Free Form | 30 | Deep | 35 | Press | 60 | Normal | Offside Trap |
| 16 | 17 | 47 | 8564 | 2011-02-22 00:00:00 | 65 | Balanced | NaN | Little | 50 | Mixed | Organised | 50 | Normal | 60 | Normal | 50 | Normal | Free Form | 50 | Medium | 50 | Press | 50 | Normal | Offside Trap |
| 17 | 18 | 47 | 8564 | 2012-02-22 00:00:00 | 45 | Balanced | NaN | Little | 50 | Mixed | Organised | 65 | Normal | 20 | Little | 50 | Normal | Free Form | 45 | Medium | 45 | Press | 50 | Normal | Cover |
| 18 | 19 | 47 | 8564 | 2013-09-20 00:00:00 | 48 | Balanced | NaN | Little | 54 | Mixed | Organised | 51 | Normal | 53 | Normal | 64 | Normal | Free Form | 48 | Medium | 49 | Press | 53 | Normal | Cover |
| id | team_fifa_api_id | team_api_id | date | buildUpPlaySpeed | buildUpPlaySpeedClass | buildUpPlayDribbling | buildUpPlayDribblingClass | buildUpPlayPassing | buildUpPlayPassingClass | buildUpPlayPositioningClass | chanceCreationPassing | chanceCreationPassingClass | chanceCreationCrossing | chanceCreationCrossingClass | chanceCreationShooting | chanceCreationShootingClass | chanceCreationPositioningClass | defencePressure | defencePressureClass | defenceAggression | defenceAggressionClass | defenceTeamWidth | defenceTeamWidthClass | defenceDefenderLineClass | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1429 | 1430 | 1742 | 9868 | 2010-02-22 00:00:00 | 30 | Slow | NaN | Little | 30 | Short | Organised | 45 | Normal | 35 | Normal | 70 | Lots | Organised | 45 | Medium | 50 | Press | 45 | Normal | Cover |
| 1430 | 1431 | 1742 | 9868 | 2011-02-22 00:00:00 | 40 | Balanced | NaN | Little | 58 | Mixed | Organised | 56 | Normal | 54 | Normal | 49 | Normal | Organised | 46 | Medium | 52 | Press | 67 | Wide | Cover |
| 1431 | 1432 | 1742 | 9868 | 2012-02-22 00:00:00 | 60 | Balanced | NaN | Little | 44 | Mixed | Organised | 40 | Normal | 57 | Normal | 41 | Normal | Organised | 49 | Medium | 54 | Press | 50 | Normal | Cover |
| 1432 | 1433 | 1742 | 9868 | 2013-09-20 00:00:00 | 60 | Balanced | NaN | Little | 44 | Mixed | Organised | 40 | Normal | 57 | Normal | 41 | Normal | Organised | 49 | Medium | 54 | Press | 50 | Normal | Cover |
| 1444 | 1445 | 244 | 8394 | 2010-02-22 00:00:00 | 30 | Slow | NaN | Little | 30 | Short | Free Form | 50 | Normal | 35 | Normal | 70 | Lots | Organised | 40 | Medium | 30 | Contain | 45 | Normal | Offside Trap |
| 1445 | 1446 | 244 | 8394 | 2011-02-22 00:00:00 | 43 | Balanced | NaN | Little | 40 | Mixed | Organised | 46 | Normal | 38 | Normal | 42 | Normal | Organised | 38 | Medium | 40 | Press | 53 | Normal | Cover |
| 1446 | 1447 | 244 | 8394 | 2012-02-22 00:00:00 | 34 | Balanced | NaN | Little | 23 | Short | Organised | 53 | Normal | 56 | Normal | 57 | Normal | Organised | 51 | Medium | 46 | Press | 61 | Normal | Cover |
| 1447 | 1448 | 244 | 8394 | 2013-09-20 00:00:00 | 38 | Balanced | NaN | Little | 23 | Short | Organised | 53 | Normal | 56 | Normal | 57 | Normal | Organised | 51 | Medium | 46 | Press | 61 | Normal | Cover |
| 1448 | 1449 | 244 | 8394 | 2014-09-19 00:00:00 | 38 | Balanced | 48.0 | Normal | 35 | Mixed | Organised | 53 | Normal | 56 | Normal | 57 | Normal | Organised | 51 | Medium | 46 | Press | 61 | Normal | Cover |
| 1449 | 1450 | 244 | 8394 | 2015-09-10 00:00:00 | 52 | Balanced | 52.0 | Normal | 50 | Mixed | Organised | 52 | Normal | 56 | Normal | 57 | Normal | Organised | 48 | Medium | 43 | Press | 49 | Normal | Cover |